• 247 Citations
  • 9 h-Index
20152020
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Research Output 2015 2020

  • 247 Citations
  • 9 h-Index
  • 53 Conference paper
  • 26 Article
  • 5 Review article
  • 1 Special issue
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Article
2020

A novel enhanced softmax loss function for brain tumour detection using deep learning

Maharjan, S., Alsadoon, A., Prasad, P. W. C., Al-Dalain, T. & Alsadoon, O. H., 15 Jan 2020, In : Journal of Neuroscience Methods. 330, 108520.

Research output: Contribution to journalArticle

Brain Neoplasms
Learning
Sigmoid Colon
Neoplasms
2019
5 Citations (Scopus)
Knee prostheses
Augmented reality
Surgery
Knee
Subtraction Technique

A novel enhanced hybrid recursive algorithm: Image processing based augmented reality for gallbladder and uterus visualisation

Singh, T., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Venkata, H. S. & Alrubaie, A., 07 Dec 2019, In : Egyptian Informatics Journal.

Research output: Contribution to journalArticle

Open Access
Augmented reality
Liver
Image processing
Visualization
Surgery
Open Access
Augmented reality
Tumors
Visualization
Processing
Breast Neoplasms

A novel mixed reality in breast and constructive jaw surgical tele-presence

Venkata, H. S., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Haddad, S., Deva, A. & Hsu, J., Aug 2019, In : Computer Methods and Programs in Biomedicine. 177, p. 253-268 16 p.

Research output: Contribution to journalArticle

Jaw
Merging
Breast
Visualization
Hand
1 Citation (Scopus)

A novel modified undersampling (MUS) technique for software defect prediction

Lingden, P., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Ali, R. S. & Nguyen, V. T. Q., 18 Jul 2019, In : Computational Intelligence.

Research output: Contribution to journalArticle

Defects
Software
Prediction
Balancing
Decrease
Oral Surgery
Maxilla
Surgery
Communication
Recovery
11 Downloads (Pure)

A novel optimized initial cluster center and enhanced objective function: Medical diagnosis through classification

Subedi, B., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Haddad, S. & Alrubaie, A., 01 Jan 2019, In : Health Informatics Journal. p. 1-24 24 p.

Research output: Contribution to journalArticle

Open Access
File
Cluster Analysis
Obesity
Hypertension
Health
Datasets
100 Downloads (Pure)

A novel secure patient data transmission through Wireless Body Area Network: Health tele-monitoring

Basnet, A., Alsadoon, A., Prasad, P. W. C., Alsadoon, O. H., Pham, L. & Elchouemi, A., Apr 2019, In : International Journal of Communication Networks and Information Security. 11, 1, p. 93-104 12 p.

Research output: Contribution to journalArticle

Open Access
File
Data communication systems
Cryptography
Health
Monitoring
Sensor nodes
Medical education
Bandwidth
Bandwidth compression
Time delay
Availability

A novel solution for a Wireless Body Sensor Network: Telehealth elderly people monitoring

Dhakal, R., Alsadoon, A., Prasad, P. W. C., Ali, R. S., Pham, L. & Elchouemi, A., 10 Dec 2019, In : Egyptian Informatics Journal.

Research output: Contribution to journalArticle

Open Access
Body sensor networks
Wireless sensor networks
Monitoring
Data communication systems
Sensors

A novel solution for real-time wireless networks: Telehealth psychological services in rural area

Luitel, P., Alsadoon, A., Prasad, P. W. C., Al-Janabi, S., Chapagain, B., Pham, L. & Hisham Alsadoon, O., 01 Jan 2019, (Accepted/In press) In : Transactions on Emerging Telecommunications Technologies. e3550.

Research output: Contribution to journalArticle

Wireless networks
Bandwidth
Packet loss
Signal to noise ratio
Costs

A systematic review: machine learning based recommendation systems for e-learning

Khanal, S. S., Prasad, P. W. C., Alsadoon, A. & Maag, A., 14 Dec 2019, In : Education and Information Technologies.

Research output: Contribution to journalArticle

electronic learning
learning
personalization
taxonomy
evaluation

Implementation of cryptography in steganography for enhanced security

Antonio, H., Prasad, P. W. C. & Alsadoon, A., Dec 2019, In : Multimedia Tools and Applications. 78, p. 32721-32734 13 p.

Research output: Contribution to journalArticle

Steganography
Cryptography
Computer systems
Image quality
Pixels
60 Downloads (Pure)

Text classification: Naïve bayes classifier with sentiment Lexicon

Le, C. C., Prasad, P. W. C., Alsadoon, A., Pham, L. & Elchouemi, A., 01 May 2019, In : IAENG International Journal of Computer Science. 46, 2, p. 141-148 8 p.

Research output: Contribution to journalArticle

Open Access
File
Glossaries
Classifiers
Linguistics
Learning systems
2018
19 Citations (Scopus)
607 Downloads (Pure)

An Emotion Recognition Model Based on Facial Recognition in Virtual Learning Environment

Yang, D., Alsadoon, A., Prasad, P. W. C., Singh, A. K. & Elchouemi, A., 01 Jan 2018, In : Procedia Computer Science. 125, p. 2-10 9 p.

Research output: Contribution to journalArticle

Open Access
File
Students
Distance education
Classifiers
Edge detection
Feature extraction
1 Citation (Scopus)

A novel noise filtered and occlusion removal: navigational accuracy in augmented reality-based constructive jaw surgery

Basnet, B. R., Alsadoon, A., Withana, C., Deva, A. & Paul, M., Dec 2018, In : Oral and Maxillofacial Surgery. 22, 4, p. 385-401 23 p.

Research output: Contribution to journalArticle

Orthognathic Surgery
Jaw
Noise
Bone and Bones
Maxilla
9 Citations (Scopus)
Depth perception
Depth Perception
Oral Surgery
Augmented reality
Surgery
5 Downloads (Pure)
Open Access
File
Augmented reality
Blood vessels
Surgery
Operating rooms
Processing
32 Downloads (Pure)

Bioinformatics Image Based Decision Support System for Bone Cancer Detection

Vallaboju, S., Prasad, P. W. C., Alsadoon, A., Paul, M. & Elchouemi, A., Jul 2018, In : Journal of Computers. 13, 7, p. 771-783 13 p.

Research output: Contribution to journalArticle

Open Access
File
Bioinformatics
Decision support systems
Eigenvalues and eigenfunctions
Bone
Image acquisition
1 Citation (Scopus)
6 Downloads (Pure)

Elderly people fall detection system using skeleton tracking and recognition

Bansal, D., Alsadoon, A., Prasad, P. W. C., Paul, M. & Elchouemi, A., 07 Nov 2018, In : American Journal of Applied Sciences. 15, 9, p. 423-431 8 p.

Research output: Contribution to journalArticle

Open Access
File
Cameras
Color
Hot Temperature
Wearable sensors
13 Citations (Scopus)
Privacy
Health
Equipment and Supplies
Informed Consent
privacy
16 Citations (Scopus)
245 Downloads (Pure)

Image Segmentation for Early Stage Brain Tumor Detection using Mathematical Morphological Reconstruction

Devkota, B., Alsadoon, A., Prasad, P. W. C., Singh, A. K. & Elchouemi, A., 01 Jan 2018, In : Procedia Computer Science. 125, p. 115-123 9 p.

Research output: Contribution to journalArticle

Open Access
File
Image segmentation
Tumors
Brain
2017
1 Citation (Scopus)
12 Downloads (Pure)
Open Access
File
Face recognition
Principal component analysis
Lighting
Color
2016
1 Downloads (Pure)

Designing a comprehensive security framework for smartphones and mobile devices

Jafari, N., Alsadoon, A., Withana, C. P., Beg, A. & Elchouemi, A., 26 Sep 2016, In : American Journal of Engineering and Applied Sciences. 9, 3, p. 724-734 11 p.

Research output: Contribution to journalArticle

Open Access
File
Smartphones
Mobile devices
targeting
Wi-Fi
communication
9 Citations (Scopus)

Using simulators for teaching computer organization and architecture

Prasad, P. W. C., Alsadoon, A., Beg, A. & Chan, A., 01 Mar 2016, In : Computer Applications in Engineering Education. 24, 2, p. 215-224 10 p.

Research output: Contribution to journalArticle

Teaching
Simulators
organization
Students
student